Learning Plan Overview

  1. Understanding Data
  2. Introduction to Data Analytics
Introduction to Data and Databases

Data can deliver significant benefits to companies but is often not well understood by people. This course explains some key underlying principles of data, in three main sections: We’ll learn what structured data is, and how you can use it in data analysis We’ll learn how to obtain structured data, and how to convert data to a structured format. We’ll introduce several key concepts related to databases, which are a common data source used by many businesses.

10 lessons
44 minutes
Created with Sketch. Beginner
Thinking and Communicating with Data

Data can bring value to modern companies, but there can be a disconnect between people in an organization who understand data and people who don’t. Data analysts may have good technical knowledge but might not understand the company as a whole. Non-data people may understand how the whole company works, but may struggle to get analysts to generate insights that meet their needs.

12 lessons
55 minutes
Created with Sketch. Beginner
Principles of Statistics

Statistics is the process of collecting, analyzing and interpreting data. It underpins most work in data analytics. We can divide statistics into two broad areas: descriptive statistics and inferential statistics. Descriptive statistics focuses on summarizing a dataset of interest, so we can draw conclusions about the data. Inferential statistics involves making a prediction about a population of data based on a sample of that data.

10 lessons
48 minutes
Created with Sketch. Intermediate
Introduction to Predictive Modeling

In analytics, a model is a simplified mathematical approximation of some real-world process. We use models to identify relationships between fields or observations in a data set. When we create a good model, we should be able to use it to analyze other datasets or make predictions for the future.

14 lessons
73 minutes
Created with Sketch. Intermediate

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Sample Lessons

Introduction to Data and Databases

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Structured and Unstructured Data

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Telling Stories with Data

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Content Director

Ryan Nuanes

Ryan is an experienced business operations professional from the US, with a background in national security and government logistics. After moving to Ireland, Ryan completed an MBA at USC Smurfit Business School and joined Kubicle to develop cutting-edge training content.

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Financial Modeling Financial Modeling for Data Analysis Learning Plan
> Tableau Tableau for data visualization
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